How to install software with Ansible
Sep08

How to install software with Ansible

Ansible is a popular automation tool used by sysadmins and developers to keep their computer systems in prime condition. As is often the case with extensible frameworks, Ansible has limited use on its own, with its real power dwelling in its many modules. Ansible modules are, in a way, what commands are to a Linux computer. They provide solutions to specific problems, and one common task when maintaining computers is keeping all the...

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Deploy a deep learning model on Kubernetes
Sep08

Deploy a deep learning model on Kubernetes

As enterprises increase their use of artificial intelligence (AI), machine learning (ML), and deep learning (DL), a critical question arises: How can they scale and industrialize ML development? These conversations often focus on the ML model; however, this is only one step along the way to a complete solution. To achieve in-production application and scale, model development must include a repeatable process that accounts for the...

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Open source data control for cloud services with Apache Ranger
Sep08

Open source data control for cloud services with Apache Ranger

As the movement to migrate enterprise data to the cloud gathers steam, there is an active debate on the best approach to securing and protecting it. But before we talk about the details of the various access control frameworks, let us first understand the breadth of challenges a company faces when it begins migrating its data to the cloud. First and foremost is the wide array of storage and analysis or compute services...

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